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tutorials: fix some typos (#95)
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content/tests/styling.qmd

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@@ -591,7 +591,7 @@ This is a caution callout.
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:::
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```
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### Collapsable Callout
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### Collapsible Callout
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::: {.callout-caution collapse="true"}
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## Expand To Learn About Collapse
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# Custom
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Quarto supports several shortcodes natively which allow us to access project varibles.
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Quarto supports several shortcodes natively which allow us to access project variables.
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| Shortcode | Description |
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|---------------------------------------------------------------|------------------------------------------|
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## Variables
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You can access variables located in `_variables.yml` using pre-defined [varible shortcodes](https://quarto.org/docs/authoring/variables.html).
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You can access variables located in `_variables.yml` using pre-defined [variable shortcodes](https://quarto.org/docs/authoring/variables.html).
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``` {.markdown shortcodes="false"}
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{{< var grass.website >}}

content/tutorials/external/unleash_the_power_of_GRASS_GIS.qmd

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code-copy: true
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code-fold: false
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categories: [beginner, intermediate, GUI, Google Colab, Python, external]
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description: Series of tutorials delivered at different events addressing begginer and intermediate geospatial data processing in GRASS with Jupyter notebooks.
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description: Series of tutorials delivered at different events addressing beginner and intermediate geospatial data processing in GRASS with Jupyter notebooks.
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execute:
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eval: false
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---

content/tutorials/get_started/fast_track_grass_and_python.qmd

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[Sentinel 2](https://grass.osgeo.org/sampledata/north_carolina/nc_sentinel_utm17n.zip)
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scenes and move the unzipped download into the directory where you are running
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this tutorial.
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For part B, we asume that you have downloaded the North Carolina
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For part B, we assume that you have downloaded the North Carolina
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[sample dataset](https://grass.osgeo.org/sampledata/north_carolina/nc_basic_spm_grass7.zip),
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i.e., there's an existing GRASS project.
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Be sure you also have the following Python libraries installed in your

content/tutorials/get_started/grass_gis_in_google_colab.qmd

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By default we have access to the `/content` folder within Colab, and any data we
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create and download will be placed there. We can change that of course, it is just a Linux
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file system. In any case, we should bare in mind that whatever data we download
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within Colab, will disappear if the runtime gets disconected because of inactivity
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within Colab, will disappear if the runtime gets disconnected because of inactivity
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or once we close the Colab session.
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:::
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# Start GRASS with a sample dataset
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If you want to learn data analysis with GRASS, instead of creating a new project from scratch,
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you can downlaod a ready-to-use sample dataset to play with.
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you can download a ready-to-use sample dataset to play with.
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## Download sample data
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content/tutorials/good_looking_plots/good_looking_plots_in_grass.qmd

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`r.series.boxplot` draws boxplots of a series of input raster maps that might
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represent different times, spectral bands in satellite imagery or other kind
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of variation. If users are interested in e.g., ploting the spectral signature
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of variation. If users are interested in e.g., plotting the spectral signature
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of different land cover classes, they can alternatively set masks and recreate
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the boxplot series. Let's see an example for developed and forested classes.
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content/tutorials/remote_sensing_visualization/GRASS_remotesensing.qmd

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For example, the a vector map of streams and lakes can be overlaid in the Layer Manager onto the image fusion of PCA components 1-3 created above.
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![Image fusion of PCA components 1, 2, & 3 overlayed by streams and lakes vectors](img_remotesensing/PCA123_streams_lakes.webp){width="50%"}
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![Image fusion of PCA components 1, 2, & 3 overlaid by streams and lakes vectors](img_remotesensing/PCA123_streams_lakes.webp){width="50%"}
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# 3D visualization of remote sensing and GIS

theme.scss

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&::first-letter {
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text-transform: uppercase;
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}
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// Insterted by Lua filter protect-terms
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// Inserted by Lua filter protect-terms
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.no-transform,
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span.no-transform {
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text-transform: none !important;

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